🛢 Energy & Commodities risk-on · 3–10 years
A what‑if from the future

What if SMR fleet orders from hyperscalers scale small-modular nuclear?

Repeat small-modular-reactor orders backed by datacenter offtake move SMRs from demonstration toward fleet deployment, opening a multi-decade baseload-power and fuel demand cycle.

25%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 25% · 90% range 10–39% · 27 analogues · measured class tech_ai_bull 94% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bull ≈0.2842/yr → 94% in 10 yr94%
Analyst prior · editorial share 21% of the class20%
Pooled · weight 82%26%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)26%
Published25%

The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.

The butterfly cascade

How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.

Resolution timeline — how this probability is moving

Our model's odds (gold) over time vs the crowd's (Polymarket, blue), from the past toward the 3–10 years horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.

loading the timeline…

What it would mean

If this plays out, it is a risk-on shock. Repeat small-modular-reactor orders backed by datacenter offtake move SMRs from demonstration toward fleet deployment, opening a multi-decade baseload-power and fuel demand cycle. The trigger decomposes into signed root‑shocks — AI capex ▲ · Clean-energy abundance ▲ · Industrial demand ▲ · Risk appetite ▲ — which propagate through our causal graph to the markets below.

If it happens — the markets it would move

Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.

MarketClassProjected move
1Energy sector XLEon Hyperliquid 📈 chartEquity▼ -1.3%
hist -0.78–-0.45% · other way -1.55% (n=5)
2Brent crude BRENTon Hyperliquid 📈 chartCommodity▼ -1.1%
hist -0.82–-0.12% · other way -0.13% (n=5)
3ExxonMobil XOM 📈 chartEquity▼ -1.0%
hist -0.92–-0.23% · other way +1.32% (n=12)
4WTI crude CLon Hyperliquid 📈 chartCommodity▼ -1.0%
hist -1.08–+0.67% · other way -0.84% (n=5)
5Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.7%
hist +0.24–+0.68% · other way -6.88% (n=5)
6Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.6%
hist +0.07–+0.63% · other way -1.31% (n=6)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.6%
model prior · unmeasured
8MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.6%
hist -4.0–+12.28% · other way +5.11% (n=5)
9Nvidia NVDAon Hyperliquid 📈 chartEquity▲ +0.5%
hist -0.22–+0.52% · other way +0.03% (n=5)
10Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.5%
hist -1.09–+3.2% · other way -2.01% (n=5)
11Freeport (copper) FCX 📈 chartEquity▲ +0.4%
hist -1.55–+6.43% · other way -3.36% (n=5)
12Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.4%
hist -0.01–+0.6% · other way -0.15% (n=5)
13Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +0.4%
hist +0.08–+0.42% · other way -1.95% (n=5)
14United Airlines UAL 📈 chartEquity▲ +0.6%
hist -3.38–+8.98% · other way +3.46% (n=5)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: A typical stock-heavy portfolio should benefit. Stay invested; you can lean modestly into the beneficiaries below.
Also moves (not yet on Hyperliquid): ExxonMobil -1.0% · Freeport (copper) +0.4% · United Airlines +0.6% · Tech sector +0.4% · Chevron -0.5% · Delta +0.5%

Historical precedent — what analogous events actually did

Across 27 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.

Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 PJM grid emergency during Winter Storm Elliott 2022-12 Texas grid failure during Winter Storm Uri 2021-02 WTI crude futures settle negative as demand collapses 2020-04 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Northeast blackout cascading grid failure hits ~55 million 2003-08 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 Neuralink implants its first human brain-computer interface 2024-01 Niger coup d'etat 2023-07 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 OpenAI releases GPT-4 2023-03 NIF achieves fusion ignition 2022-12 European TTF gas hits all-time record high 2022-08 AlphaFold cracks the protein-folding problem 2020-11 California rolling blackouts during a record heatwave 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 AlphaGo defeats Lee Sedol 2016-03 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 Platinum hits all-time record near $2,290 on South African power crisis 2008-03 South Africa Eskom power emergency spikes platinum/PGMs 2008-01 Amaranth Advisors natural-gas blowup 2006-09 Soviet August coup attempt against Gorbachev 1991-08 Gulf War air campaign begins 1991-01 Volcker Saturday Night Special 1979-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
DAL DALLONG+5.5% · 5d +0.7%67%22 0.33✓ matches cascade
SPX SPXLONG+1.4% · 5d +0.3%67%27 0.30✓ matches cascade
FCX FCXLONG+5.5% · 5d +2.0%65%24 0.27✓ matches cascade
NDX NDXLONG+0.3% · 5d -0.5% ↺ fades67%26 0.25✓ matches cascade
ETH ETHLONG+2.8% · 5d -3.0% ↺ fades67%16 0.24✓ matches cascade
Volatility VIXSHORT-3.9% · 5d -4.4%64%26 0.21✓ matches cascade
AMD AMDSHORT-1.5% · 5d -1.1%62%26 0.20⚠ differs
MSTR MSTRLONG+11.0% · 5d -2.8% ↺ fades60%24 0.18✓ matches cascade
30y yield DGS30LONG+8bp · 5d +2bp59%27 0.13⚠ differs
UAL UALLONG+8.2% · 5d -0.4% ↺ fades56%23 0.11✓ matches cascade
Gold XAULONG+0.5% · 5d -0.1% ↺ fades56%24 0.11·
COIN COINLONG+19.8% · 5d +5.7%56%11 0.10✓ matches cascade
ASML ASMLSHORT-1.2% · 5d -1.8%56%24 0.10⚠ differs
TSM TSMLONG+1.0% · 5d -0.5% ↺ fades54%24 0.08✓ matches cascade

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.